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Neural Networks for Pattern Recognition
Engelsk Paperback
Neural Networks for Pattern Recognition
Engelsk Paperback

868 kr
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Om denne bog
This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perceptron and radial basis function network models. It also motivates the use of various forms of error functions, and reviews the principal algorithms for error function minimization. As well as providing a detailed discussion of learning and generalization in neural networks, the book also covers the important topics of data processing, feature extraction, and prior knowledge. The book concludes with an extensive treatment of Bayesian techniques and their applications to neural networks.
Product detaljer
Sprog:
Engelsk
Sider:
504
ISBN-13:
9780198538646
Indbinding:
Paperback
Udgave:
ISBN-10:
0198538642
Udg. Dato:
23 nov 1995
Længde:
28mm
Bredde:
156mm
Højde:
233mm
Forlag:
Oxford University Press
Oplagsdato:
23 nov 1995
Forfatter(e):
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